R 检查日期是否在查找表的范围内
我的数据集如下所示:R 检查日期是否在查找表的范围内,r,date,join,data.table,range,R,Date,Join,Data.table,Range,我的数据集如下所示: library(data.table) library(magrittr) Data1 <- data.table( ID_a = c(1, 1, 2, 1, 2), ID_b = c(1, 1, 1, 2, 2), Date_1 = c("2018-01-01", "2018-05-01", "2018-07-01", "2018-09-01", "2018-10-01") %>% as.Date ) Data2 <- data
library(data.table)
library(magrittr)
Data1 <- data.table(
ID_a = c(1, 1, 2, 1, 2),
ID_b = c(1, 1, 1, 2, 2),
Date_1 = c("2018-01-01", "2018-05-01", "2018-07-01", "2018-09-01", "2018-10-01") %>%
as.Date
)
Data2 <- data.table(
ID_a = c(1, 1, 2, 1, 2),
ID_b = c(1, 1, 1, 2, 2),
Date_start = c("2018-01-01", "2018-03-01", "2018-04-01", "2018-05-01", "2018-08-01") %>%
as.Date,
Date_end = c("2018-02-01", "2018-04-01", "2018-06-01", "2018-08-01", "2018-10-01") %>%
as.Date
)
这里有一种使用dplyr的方法-
left_join(Data1, Data2, by = c("ID_a", "ID_b")) %>%
mutate(test = Date_1 >= Date_start & Date_1 <= Date_end) %>%
group_by(ID_a, ID_b, Date_1) %>%
summarise(test = any(test)) %>%
ungroup()
# A tibble: 5 x 4
ID_a ID_b Date_1 test
<dbl> <dbl> <date> <lgl>
1 1. 1. 2018-01-01 TRUE
2 1. 1. 2018-05-01 FALSE
3 1. 2. 2018-09-01 FALSE
4 2. 1. 2018-07-01 FALSE
5 2. 2. 2018-10-01 TRUE
left_-join(Data1,Data2,by=c(“ID_a”,“ID_b”))%>%
变异(测试=日期1>=开始日期和日期1%
分组人(身份证a、身份证b、日期1)%>%
总结(测试=任何(测试))%>%
解组()
#一个tibble:5x4
身份证日期1测试
1.1.2018-01-01真实
2.1.1.2018-05-01假
3.1.2.2018-09-01假
4.2.1.2018-07-01假
5.2.2.2018-10-01真实
可能的解决方案包括:
您有5行,所需的输出是长度为6的向量。这是错误吗?是的,抱歉!一个FALSE太多了。它只给了我一个“TRUE”,但我知道您的意思,太好了!我在数据中也做了同样的操作。表:Data1%.[Test:=Date\u 1>=Date\u start&Date\u 1%.[,(Test2=any(Test)),(Date\u 1,ID\u a,ID\b)]
left_join(Data1, Data2, by = c("ID_a", "ID_b")) %>%
mutate(test = Date_1 >= Date_start & Date_1 <= Date_end) %>%
group_by(ID_a, ID_b, Date_1) %>%
summarise(test = any(test)) %>%
ungroup()
# A tibble: 5 x 4
ID_a ID_b Date_1 test
<dbl> <dbl> <date> <lgl>
1 1. 1. 2018-01-01 TRUE
2 1. 1. 2018-05-01 FALSE
3 1. 2. 2018-09-01 FALSE
4 2. 1. 2018-07-01 FALSE
5 2. 2. 2018-10-01 TRUE
Data1[Data2
, on = .(ID_a, ID_b, Date_1 >= Date_start, Date_1 <= Date_end)
, test := between(x.Date_1, i.Date_start, i.Date_end)
][is.na(test), test := FALSE][]
> Data1
ID_a ID_b Date_1 test
1: 1 1 2018-01-01 TRUE
2: 1 1 2018-05-01 FALSE
3: 2 1 2018-07-01 FALSE
4: 1 2 2018-09-01 FALSE
5: 2 2 2018-10-01 TRUE